Package: lmerTest 3.2-1

lmerTest: Tests in Linear Mixed Effects Models

Provides p-values in type I, II or III anova and summary tables for lmer model fits (cf. lme4) via Satterthwaite's degrees of freedom method. A Kenward-Roger method is also available via the pbkrtest package. Model selection methods include step, drop1 and anova-like tables for random effects (ranova). Methods for Least-Square means (LS-means) and tests of linear contrasts of fixed effects are also available.

Authors:Alexandra Kuznetsova [aut], Per Bruun Brockhoff [aut, ths], Rune Haubo Bojesen Christensen [aut, cre], Sofie Pødenphant Jensen [ctb]

lmerTest_3.2-1.tar.gz
lmerTest_3.2-1.zip(r-4.7)lmerTest_3.2-1.zip(r-4.6)lmerTest_3.2-1.zip(r-4.5)
lmerTest_3.2-1.tgz(r-4.6-any)lmerTest_3.2-1.tgz(r-4.5-any)
lmerTest_3.2-1.tar.gz(r-4.7-any)lmerTest_3.2-1.tar.gz(r-4.6-any)
lmerTest_3.2-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
lmerTest/json (API)
NEWS

# Install 'lmerTest' in R:
install.packages('lmerTest', repos = c('https://runehaubo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/runehaubo/lmertestr/issues

Datasets:
  • carrots - Consumer Preference Mapping of Carrots
  • ham - Conjoint Study of Dry Cured Ham
  • TVbo - Sensory Assesment of B&O TVs

On CRAN:

Conda:

14.17 score 53 stars 104 packages 20k scripts 109k downloads 1.9k mentions 16 exports 31 dependencies

Last updated from:282b9e9380. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK266
source / vignettesOK183
linux-release-x86_64OK227
macos-release-arm64OK212
macos-oldrel-arm64OK308
windows-develOK211
windows-releaseOK208
windows-oldrelOK192
wasm-releaseOK129

Exports:as_lmerModLmerTestcalcSatterthcontestcontest1DcontestMDdifflsmeansget_modellmerlmerModLmerTestls_meanslsmeansLTmerModLmerTestrandranovashow_testsstep

Dependencies:bootclicpp11farverggplot2gluegtableisobandlabelinglatticelifecyclelme4MASSMatrixminqanlmenloptrnumDerivR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangS7scalesvctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
ANOVA Tables for Linear Mixed Modelsanova.lmerModLmerTest
Coerce lmerMod Objects to lmerModLmerTestas_lmerModLmerTest
Consumer Preference Mapping of Carrotscarrots
Test of Contrastscontest.lmerMod contest.lmerModLmerTest
Contrast Tests in 1Dcontest1D.lmerMod contest1D.lmerModLmerTest
Multiple Degrees-of-Freedom Contrast TestscalcSatterth contestMD.lmerMod contestMD.lmerModLmerTest
Drop Marginal Terms from Modeldrop1.lmerModLmerTest
Conjoint Study of Dry Cured Hamham
Fit Linear Mixed-Effects Modelslmer
Represent Linear Mixed-Effects ModelslmerModLmerTest lmerModLmerTest-class
LS-means for lmerTest Model Fitsdifflsmeans.lmerModLmerTest lsmeansLT.lmerModLmerTest ls_means.lmerModLmerTest
ANOVA-Like Table for Random-Effectsrand ranova
Show Hypothesis Tests in ANOVA Tablesshow_tests.anova
Show LS-means Hypothesis Tests and Contrastsshow_tests.ls_means
Backward Elimination for Linear Mixed Modelsget_model.step_list step.lmerModLmerTest
Summary Method for Linear Mixed Modelssummary.lmerModLmerTest
Sensory Assesment of B&O TVsTVbo